text: #!/usr/bin/env python
  # -*- coding: utf-8 -*-
  
  """
  Module that defines a setup function and publishes the package to PyPI.
  
  Use the command `python setup.py upload`.
  """
  # Note: To use the "upload" functionality of this file, you must:
  #   $ pip install twine
  
  import io
  import os
  import sys
  from shutil import rmtree
  from typing import Dict, List
  
  from setuptools import Command, find_packages, setup
  
  # Package meta-data.
  NAME = "geograph"
  DESCRIPTION = "Group Team Challenge 2021 - Biodiversity Team"
  URL = "https://geograph.readthedocs.io/"
  EMAIL = "hb574@cam.ac.uk"
  AUTHOR = "Biodiversity Team"
  REQUIRES_PYTHON = ">=3.8.0"
  
  # What packages are required for this module to be executed?
  REQUIRED: List = [
      "numpy",
      "pandas",
      "folium",
      "ipyleaflet",
      "tqdm",
      "geopandas",
      "shapely",
      "rtree",
      "rasterio==1.1.8",
      "xarray",
      "networkx",
  ]
  
  # What packages are optional?
  EXTRAS: Dict = {
      # "fancy feature": ["django"],
  }
  
  here = os.path.abspath(os.path.dirname(__file__))
  
  # Import the PYPI README and use it as the long-description.
  # Note: this will only work if "PYPI_README.md" is present in your MANIFEST.in file!
  try:
      with io.open(os.path.join(here, "PYPI_README.md"), encoding="utf-8") as f:
          long_description = "\n" + f.read()
  except FileNotFoundError:
      long_description = DESCRIPTION
  
  # Load the package"s _version.py module as a dictionary.
  about: Dict = {}
  with open(os.path.join(here, NAME, "_version.py")) as f:
      # pylint: disable=exec-used
      exec(f.read(), about)
  
  
  class UploadCommand(Command):
      """Support setup.py upload."""
  
      description = "Build and publish the package."
      user_options: List = []
  
      @staticmethod
      def status(s):
          """Print things in bold."""
          print("\033[1m{0}\033[0m".format(s))
  
      def initialize_options(self):
          pass
  
      def finalize_options(self):
          pass
  
      def run(self):
          """Publish package to PyPI."""
          try:
              self.status("Removing previous builds…")
              rmtree(os.path.join(here, "dist"))
          except OSError:
              pass
  
          self.status("Building Source and Wheel (universal) distribution…")
          os.system("{0} setup.py sdist bdist_wheel --universal".format(sys.executable))
  
          self.status("Uploading the package to PyPI via Twine…")
          os.system("twine upload dist/*")
  
          self.status("Pushing git tags…")
          os.system("git tag v{0}".format(about["__version__"]))
          os.system("git push --tags")
  
          sys.exit()
  
  
  # Where the magic happens:
  setup(
      name=NAME,
      version=about["__version__"],
      description=DESCRIPTION,
      long_description=long_description,
      long_description_content_type="text/markdown",
      author=AUTHOR,
      author_email=EMAIL,
      python_requires=REQUIRES_PYTHON,
      url=URL,
      packages=find_packages(exclude=["tests", "*.tests", "*.tests.*", "tests.*"]),
      # entry_points={},
      install_requires=REQUIRED,
      extras_require=EXTRAS,
      include_package_data=True,
      license="MIT",
      classifiers=[
          # Trove classifiers
          # Full list: https://pypi.python.org/pypi?%3Aaction=list_classifiers
          "Development Status :: 3 - Alpha",
          "License :: OSI Approved :: MIT License",
          "Intended Audience :: Science/Research",
          "Intended Audience :: Developers",
          "Programming Language :: Python",
          "Programming Language :: Python :: 3",
          "Programming Language :: Python :: 3.8",
          "Programming Language :: Python :: 3.9",
          "Programming Language :: Python :: 3.10",
          "Programming Language :: Python :: 3 :: Only",
          "Programming Language :: Python :: Implementation :: CPython",
          "Topic :: Scientific/Engineering :: GIS",
          "Typing :: Typed",
          "Operating System :: Microsoft :: Windows",
          "Operating System :: POSIX",
          "Operating System :: Unix",
          "Operating System :: MacOS",
      ],
      # $ setup.py publish support.
      cmdclass={
          "upload": UploadCommand,
      },
      test_suite="geograph.tests.test_all.suite",
  )
  